Search is not available for this dataset
amount
float64
0
21.9M
nameOrig
int64
0
188k
oldBalanceOrig
float64
-199,468.15
33.5M
newBalanceOrig
float64
-199,468.15
33.7M
nameDest
int64
0
219k
oldBalanceDest
float64
-114,210.46
8.52M
newBalanceDest
float64
-23,166.37
21.9M
isFraud
int64
0
1
isUnauthorizedOverdraft
int64
0
1
action__CASH_IN
int64
0
1
action__CASH_OUT
int64
0
1
action__DEBIT
int64
0
1
action__PAYMENT
int64
0
1
action__TRANSFER
int64
0
1
48.72
100
48.72
0
100
0
48.72
1
0
0
0
0
0
1
48.72
101
48.72
0
101
0
0
1
0
0
1
0
0
0
10.65
102
10.65
0
102
0
10.65
1
0
0
0
0
0
1
10.65
103
10.65
0
103
0
0
1
0
0
1
0
0
0
75.75
104
75.75
0
104
0
75.75
1
0
0
0
0
0
1
75.75
105
75.75
0
105
0
0
1
0
0
1
0
0
0
5.47
106
5.47
0
106
0
5.47
1
0
0
0
0
0
1
5.47
107
5.47
0
107
0
0
1
0
0
1
0
0
0
65
108
65
0
108
0
65
1
0
0
0
0
0
1
65
109
65
0
109
0
0
1
0
0
1
0
0
0
4.67
110
4.67
0
110
0
4.67
1
0
0
0
0
0
1
4.67
111
4.67
0
111
0
0
1
0
0
1
0
0
0
80.3
112
80.3
0
112
0
80.3
1
0
0
0
0
0
1
80.3
113
80.3
0
113
0
0
1
0
0
1
0
0
0
8.46
114
8.46
0
114
0
8.46
1
0
0
0
0
0
1
8.46
115
8.46
0
115
0
0
1
0
0
1
0
0
0
26.2
116
26.2
0
116
0
26.2
1
0
0
0
0
0
1
26.2
117
26.2
0
117
0
0
1
0
0
1
0
0
0
26.16
118
26.16
0
118
0
26.16
1
0
0
0
0
0
1
26.16
119
26.16
0
119
0
0
1
0
0
1
0
0
0
79.82
120
79.82
0
120
0
79.82
1
0
0
0
0
0
1
79.82
121
79.82
0
121
0
0
1
0
0
1
0
0
0
26,407.86
122
26,407.86
0
122
0
26,407.86
1
0
0
0
0
0
1
26,407.86
123
26,407.86
0
123
0
0
1
0
0
1
0
0
0
73.68
124
73.68
0
124
0
73.68
1
0
0
0
0
0
1
73.68
125
73.68
0
125
0
0
1
0
0
1
0
0
0
18,512.35
126
18,512.35
0
126
0
18,512.35
1
0
0
0
0
0
1
18,512.35
127
18,512.35
0
127
0
0
1
0
0
1
0
0
0
105,881.97
128
105,881.97
0
128
0
105,881.97
1
0
0
0
0
0
1
105,881.97
129
105,881.97
0
129
0
0
1
0
0
1
0
0
0
345.98
130
345.98
0
130
0
345.98
1
0
0
0
0
0
1
345.98
131
345.98
0
131
0
0
1
0
0
1
0
0
0
602.16
132
602.16
0
132
0
602.16
1
0
0
0
0
0
1
602.16
133
602.16
0
133
0
0
1
0
0
1
0
0
0
73.12
134
73.12
0
134
0
73.12
1
0
0
0
0
0
1
73.12
135
73.12
0
135
0
0
1
0
0
1
0
0
0
55.45
136
55.45
0
136
0
55.45
1
0
0
0
0
0
1
55.45
137
55.45
0
137
0
0
1
0
0
1
0
0
0
49,525.4
138
49,525.4
0
138
0
49,525.4
1
0
0
0
0
0
1
49,525.4
139
49,525.4
0
139
0
0
1
0
0
1
0
0
0
5.37
140
5.37
0
140
0
5.37
1
0
0
0
0
0
1
5.37
141
5.37
0
141
0
0
1
0
0
1
0
0
0
17.89
142
17.89
0
142
0
17.89
1
0
0
0
0
0
1
17.89
143
17.89
0
143
0
0
1
0
0
1
0
0
0
28,243.69
144
28,243.69
0
144
0
28,243.69
1
0
0
0
0
0
1
28,243.69
145
28,243.69
0
145
0
0
1
0
0
1
0
0
0
63.04
146
63.04
0
146
0
63.04
1
0
0
0
0
0
1
63.04
147
63.04
0
147
0
0
1
0
0
1
0
0
0
28.47
148
28.47
0
148
0
28.47
1
0
0
0
0
0
1
28.47
149
28.47
0
149
0
0
1
0
0
1
0
0
0
74.54
150
74.54
0
150
0
74.54
1
0
0
0
0
0
1
74.54
151
74.54
0
151
0
0
1
0
0
1
0
0
0
80,887.72
152
80,887.72
0
152
0
80,887.72
1
0
0
0
0
0
1
80,887.72
153
80,887.72
0
153
0
0
1
0
0
1
0
0
0
68.49
154
68.49
0
154
0
68.49
1
0
0
0
0
0
1
68.49
155
68.49
0
155
0
0
1
0
0
1
0
0
0
58.89
156
58.89
0
156
0
58.89
1
0
0
0
0
0
1
58.89
157
58.89
0
157
0
0
1
0
0
1
0
0
0
63.44
158
63.44
0
158
0
63.44
1
0
0
0
0
0
1
63.44
159
63.44
0
159
0
0
1
0
0
1
0
0
0
67,463.03
160
67,463.03
0
160
0
67,463.03
1
0
0
0
0
0
1
67,463.03
161
67,463.03
0
161
0
0
1
0
0
1
0
0
0
87.29
162
87.29
0
162
0
87.29
1
0
0
0
0
0
1
87.29
163
87.29
0
163
0
0
1
0
0
1
0
0
0
11.1
164
11.1
0
164
0
11.1
1
0
0
0
0
0
1
11.1
165
11.1
0
165
0
0
1
0
0
1
0
0
0
122,130.34
166
122,130.34
0
166
0
122,130.34
1
0
0
0
0
0
1
122,130.34
167
122,130.34
0
167
0
0
1
0
0
1
0
0
0
13.51
168
13.51
0
168
0
13.51
1
0
0
0
0
0
1
13.51
169
13.51
0
169
0
0
1
0
0
1
0
0
0
28.08
170
28.08
0
170
0
28.08
1
0
0
0
0
0
1
28.08
171
28.08
0
171
0
0
1
0
0
1
0
0
0
22.16
172
22.16
0
172
0
22.16
1
0
0
0
0
0
1
22.16
173
22.16
0
173
0
0
1
0
0
1
0
0
0
87.3
174
87.3
0
174
0
87.3
1
0
0
0
0
0
1
87.3
175
87.3
0
175
0
0
1
0
0
1
0
0
0
4.34
176
4.34
0
176
0
4.34
1
0
0
0
0
0
1
4.34
177
4.34
0
177
0
0
1
0
0
1
0
0
0
13.56
178
13.56
0
178
0
13.56
1
0
0
0
0
0
1
13.56
179
13.56
0
179
0
0
1
0
0
1
0
0
0
3.9
180
3.9
0
180
0
3.9
1
0
0
0
0
0
1
3.9
181
3.9
0
181
0
0
1
0
0
1
0
0
0
109,981.23
182
109,981.23
0
182
0
109,981.23
1
0
0
0
0
0
1
109,981.23
183
109,981.23
0
183
0
0
1
0
0
1
0
0
0
47.58
184
47.58
0
184
0
47.58
1
0
0
0
0
0
1
47.58
185
47.58
0
185
0
0
1
0
0
1
0
0
0
55.85
186
55.85
0
186
0
55.85
1
0
0
0
0
0
1
55.85
187
55.85
0
187
0
0
1
0
0
1
0
0
0
8,588.67
188
8,588.67
0
188
0
8,588.67
1
0
0
0
0
0
1
8,588.67
189
8,588.67
0
189
0
0
1
0
0
1
0
0
0
80.17
190
80.17
0
190
0
80.17
1
0
0
0
0
0
1
80.17
191
80.17
0
191
0
0
1
0
0
1
0
0
0
52,204.71
192
52,204.71
0
192
0
52,204.71
1
0
0
0
0
0
1
52,204.71
193
52,204.71
0
193
0
0
1
0
0
1
0
0
0
73,506.87
194
73,506.87
0
194
0
73,506.87
1
0
0
0
0
0
1
73,506.87
195
73,506.87
0
195
0
0
1
0
0
1
0
0
0
97.61
196
97.61
0
196
0
97.61
1
0
0
0
0
0
1
97.61
197
97.61
0
197
0
0
1
0
0
1
0
0
0
97.43
198
97.43
0
198
0
97.43
1
0
0
0
0
0
1
97.43
199
97.43
0
199
0
0
1
0
0
1
0
0
0